DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications

Dongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong, Su Wang, Han Zhang, Jiahai Yang, Xingang Shi, Xia Yin. DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications. In Yongdae Kim, Jong Kim 0001, Giovanni Vigna, Elaine Shi, editors, CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15 - 19, 2021. pages 3197-3217, ACM, 2021. [doi]

Abstract

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